{
    "config": {
        "name": "cpu_inference_transformers_text-generation_openai-community/gpt2",
        "backend": {
            "name": "pytorch",
            "version": "2.3.1+cpu",
            "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
            "task": "text-generation",
            "library": "transformers",
            "model_type": "gpt2",
            "model": "openai-community/gpt2",
            "processor": "openai-community/gpt2",
            "device": "cpu",
            "device_ids": null,
            "seed": 42,
            "inter_op_num_threads": null,
            "intra_op_num_threads": null,
            "model_kwargs": {},
            "processor_kwargs": {},
            "hub_kwargs": {},
            "no_weights": true,
            "device_map": null,
            "torch_dtype": null,
            "eval_mode": true,
            "to_bettertransformer": false,
            "low_cpu_mem_usage": null,
            "attn_implementation": null,
            "cache_implementation": null,
            "autocast_enabled": false,
            "autocast_dtype": null,
            "torch_compile": false,
            "torch_compile_target": "forward",
            "torch_compile_config": {},
            "quantization_scheme": null,
            "quantization_config": {},
            "deepspeed_inference": false,
            "deepspeed_inference_config": {},
            "peft_type": null,
            "peft_config": {}
        },
        "scenario": {
            "name": "inference",
            "_target_": "optimum_benchmark.scenarios.inference.scenario.InferenceScenario",
            "iterations": 1,
            "duration": 1,
            "warmup_runs": 1,
            "input_shapes": {
                "batch_size": 1,
                "num_choices": 2,
                "sequence_length": 2
            },
            "new_tokens": null,
            "memory": true,
            "latency": true,
            "energy": true,
            "forward_kwargs": {},
            "generate_kwargs": {
                "max_new_tokens": 2,
                "min_new_tokens": 2
            },
            "call_kwargs": {
                "num_inference_steps": 2
            }
        },
        "launcher": {
            "name": "process",
            "_target_": "optimum_benchmark.launchers.process.launcher.ProcessLauncher",
            "device_isolation": false,
            "device_isolation_action": "error",
            "numactl": false,
            "numactl_kwargs": {},
            "start_method": "spawn"
        },
        "environment": {
            "cpu": " AMD EPYC 7763 64-Core Processor",
            "cpu_count": 4,
            "cpu_ram_mb": 16757.342208,
            "system": "Linux",
            "machine": "x86_64",
            "platform": "Linux-6.5.0-1023-azure-x86_64-with-glibc2.35",
            "processor": "x86_64",
            "python_version": "3.10.14",
            "optimum_benchmark_version": "0.3.1",
            "optimum_benchmark_commit": "701e27ceb63d18a62041650e250fe65f56ad5904",
            "transformers_version": "4.42.4",
            "transformers_commit": null,
            "accelerate_version": "0.32.1",
            "accelerate_commit": null,
            "diffusers_version": "0.29.2",
            "diffusers_commit": null,
            "optimum_version": null,
            "optimum_commit": null,
            "timm_version": "1.0.7",
            "timm_commit": null,
            "peft_version": null,
            "peft_commit": null
        }
    },
    "report": {
        "load": {
            "memory": {
                "unit": "MB",
                "max_ram": 1100.894208,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 4.780214838999996,
                "mean": 4.780214838999996,
                "stdev": 0.0,
                "p50": 4.780214838999996,
                "p90": 4.780214838999996,
                "p95": 4.780214838999996,
                "p99": 4.780214838999996,
                "values": [
                    4.780214838999996
                ]
            },
            "throughput": null,
            "energy": {
                "unit": "kWh",
                "cpu": 6.719004842970107e-05,
                "ram": 2.8083748754738735e-06,
                "gpu": 0,
                "total": 6.999842330517495e-05
            },
            "efficiency": null
        },
        "prefill": {
            "memory": {
                "unit": "MB",
                "max_ram": 954.617856,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "count": 13,
                "total": 0.6210275410000463,
                "mean": 0.04777134930769587,
                "stdev": 0.0009193228560687074,
                "p50": 0.04778399599999261,
                "p90": 0.048928459800009705,
                "p95": 0.04905860220000591,
                "p99": 0.04913323403999925,
                "values": [
                    0.046934160000006386,
                    0.048996409000011454,
                    0.04865666300000271,
                    0.04644031399999449,
                    0.04915189199999759,
                    0.04778399599999261,
                    0.04638372900001286,
                    0.04696660100000827,
                    0.04861415299998839,
                    0.047880627000012055,
                    0.04846331000001669,
                    0.04772424300000466,
                    0.047031443999998146
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 41.86609817357208
            },
            "energy": {
                "unit": "kWh",
                "cpu": 1.6613422168625727e-06,
                "ram": 6.942955414174889e-08,
                "gpu": 0.0,
                "total": 1.7307717710043216e-06
            },
            "efficiency": {
                "unit": "tokens/kWh",
                "value": 1155553.8595591101
            }
        },
        "decode": {
            "memory": {
                "unit": "MB",
                "max_ram": 955.142144,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "count": 13,
                "total": 0.3904060739999977,
                "mean": 0.030031236461538286,
                "stdev": 0.0013511350541828351,
                "p50": 0.030393991000011056,
                "p90": 0.030839727000005722,
                "p95": 0.03114112640000144,
                "p99": 0.031457420479995335,
                "values": [
                    0.03064129500000945,
                    0.030629632999989553,
                    0.030877548000006527,
                    0.030530687000009493,
                    0.030393991000011056,
                    0.029912327000005234,
                    0.030688443000002508,
                    0.030184567999981482,
                    0.030314922000002298,
                    0.028842239999988806,
                    0.03153649399999381,
                    0.030026883000005,
                    0.0258270429999925
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 33.29866225390765
            },
            "energy": {
                "unit": "kWh",
                "cpu": 9.93105868498485e-07,
                "ram": 4.150323855341754e-08,
                "gpu": 0.0,
                "total": 1.034609107051902e-06
            },
            "efficiency": {
                "unit": "tokens/kWh",
                "value": 966548.6154954502
            }
        },
        "per_token": {
            "memory": null,
            "latency": {
                "unit": "s",
                "count": 13,
                "total": 0.3842157409999629,
                "mean": 0.029555056999997147,
                "stdev": 0.0013057223390617963,
                "p50": 0.029879836000020532,
                "p90": 0.030366949999989856,
                "p95": 0.030661538399994016,
                "p99": 0.030966545279997034,
                "values": [
                    0.03012916399998744,
                    0.030111852000004546,
                    0.030407365999991498,
                    0.03005145800000264,
                    0.029879836000020532,
                    0.029448957999989034,
                    0.03020528599998329,
                    0.029668710999999348,
                    0.02982945200000131,
                    0.028376034999979538,
                    0.03104279699999779,
                    0.029549588000008953,
                    0.025515237999996998
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 33.83515721184691
            },
            "energy": null,
            "efficiency": null
        }
    }
}